Alternatives and similar repositories for pyEDM

Users that are interested in pyEDM are comparing it to the libraries listed below

• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆101Updated 5 years ago
• pwollstadt / IDTxl
  The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…
  ☆282Updated 2 weeks ago
• pik-copan / pyunicorn
  Unified Complex Network and Recurrence Analysis Toolbox
  ☆220Updated 2 weeks ago
• kieferk / pymssa
  Python implementation of Multivariate Singular Spectrum Analysis (MSSA)
  ☆170Updated 6 years ago
• bogeholm / pytisean
  Python wrapper for TISEAN
  ☆30Updated 8 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆191Updated last year
• ThomasMBury / deep-early-warnings-pnas
  Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)
  ☆61Updated last month
• vnmabus / dcor
  Distance correlation and related E-statistics in Python
  ☆158Updated last year
• ELIFE-ASU / PyInform
  A Python Wrapper for the Inform Information Analysis Library
  ☆56Updated 6 years ago
• wesselb / gpar
  Implementation of the Gaussian Process Autoregressive Regression Model
  ☆68Updated 11 months ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆135Updated 4 years ago
• DynamicsAndNeuralSystems / pyspi
  Comparative analysis of pairwise interactions in multivariate time series.
  ☆249Updated 3 months ago
• acerbilab / pyvbmc
  PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
  ☆123Updated 3 weeks ago
• lcdm-uiuc / PyIF
  An open source implementation to compute bi-variate Transfer Entropy.
  ☆31Updated 4 years ago
• arthurpessa / ordpy
  A Python package for data analysis with permutation entropy and ordinal network methods.
  ☆110Updated last month
• fabridamicelli / kuramoto
  Python implementation of the Kuramoto model
  ☆164Updated 3 months ago
• jakobrunge / tigramite_old
  Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://…
  ☆33Updated 8 years ago
• cbueth / infomeasure
  Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with supp…
  ☆38Updated 3 months ago
• jamesross2 / Bayesian-HMM
  A non-parametric Bayesian approach to Hidden Markov Models
  ☆86Updated 2 years ago
• albahnsen / pycircular
  pycircular is a Python module for circular data analysis
  ☆105Updated 2 years ago
• zhaokg / Rbeast
  Bayesian Change-Point Detection and Time Series Decomposition
  ☆345Updated last year
• StevenGolovkine / FDApy
  Python Package for Functional Data Analysis
  ☆56Updated 9 months ago
• PrinceJavier / causal_ccm
  Package implementing Convergent Cross Mapping for causality inference in dynamical systems
  ☆52Updated 2 years ago
• VSainteuf / mcssa
  Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.
  ☆43Updated 3 years ago
• DynamicsAndNeuralSystems / pycatch22
  python implementation of catch22
  ☆89Updated 4 months ago
• CSchoel / nolds
  Nonlinear measures for dynamical systems (based on one-dimensional time series)
  ☆302Updated last month
• shimazaki / AdaptiveKDE
  Python module for adaptive kernel density estimation
  ☆64Updated 2 years ago
• frazane / scoringrules
  Lightweight library for probabilistic forecast evaluation and optimization.
  ☆68Updated 2 months ago
• alan-turing-institute / mogp-emulator
  Package for fitting Gaussian Process Emulators to multiple output computer simulation results.
  ☆53Updated 2 years ago
• DynamicsAndNeuralSystems / catch22
  catch22: CAnonical Time-series CHaracteristics
  ☆453Updated this week